Jianrong Lu

According to our database, Jianrong Lu authored at least 14 papers between 2012 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

SDFLoRA: Selective Decoupled Federated LoRA for Privacy-preserving Fine-tuning with Heterogeneous Clients.

Zhikang Shen, Jianrong Lu, Haiyuan Wan, Jianhai Chen

CoRR, January, 2026

MLB: A Scenario-Driven Benchmark for Evaluating Large Language Models in Clinical Applications.

Qing He, Dongsheng Bi, Jianrong Lu, Minghui Yang, Zixiao Chen, Jiacheng Lu, Jing Chen, Nannan Du, Xiao Cu, Sijing Wu, Peng Xiang, Yinyin Hu, Yi Guo, Chunpu Li, Shaoyang Li, Zhuo Dong, Ming Jiang, Shuai Guo, Liyun Feng, Jin Peng, Jian Wang, Jinjie Gu, Junwei Liu

CoRR, January, 2026

MHB: Medical Hallucination Benchmark for Large Language Models in Complex Clinical Tasks.

Jianrong Lu, Junwei Liu, Xingyun Zheng, Minghui Yang, Jian Wang, Ping Wang, Yechao Zhang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

ParaSolver: A Hierarchical Parallel Integral Solver for Diffusion Models.

Jianrong Lu, Zhiyu Zhu, Junhui Hou

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Depriving the Survival Space of Adversaries Against Poisoned Gradients in Federated Learning.

Jianrong Lu, Shengshan Hu, Wei Wan, Minghui Li, Leo Yu Zhang, Lulu Xue, Hai Jin

IEEE Trans. Inf. Forensics Secur., 2024

Toward a Team of AI-made Scientists for Scientific Discovery from Gene Expression Data.

Haoyang Liu, Yijiang Li, Jinglin Jian, Yuxuan Cheng, Jianrong Lu, Shuyi Guo, Jinglei Zhu, Mianchen Zhang, Miantong Zhang, Haohan Wang

CoRR, 2024

2023

A Four-Pronged Defense Against Byzantine Attacks in Federated Learning.

Wei Wan, Shengshan Hu, Minghui Li, Jianrong Lu, Longling Zhang, Leo Yu Zhang, Hai Jin

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Preserving Privacy of Input Features Across All Stages of Collaborative Learning.

Jianrong Lu, Lulu Xue, Wei Wan, Minghui Li, Leo Yu Zhang, Shengqing Hu

Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2023

2022

Challenges and Approaches for Mitigating Byzantine Attacks in Federated Learning.

Junyu Shi, Wei Wan, Shengshan Hu, Jianrong Lu, Leo Yu Zhang

Proceedings of the IEEE International Conference on Trust, 2022

Shielding Federated Learning: Mitigating Byzantine Attacks with Less Constraints.

Minghui Li, Wei Wan, Jianrong Lu, Shengshan Hu, Junyu Shi, Leo Yu Zhang, Man Zhou, Yifeng Zheng

Proceedings of the 18th International Conference on Mobility, Sensing and Networking, 2022

Shielding Federated Learning: Robust Aggregation with Adaptive Client Selection.

Wei Wan, Shengshan Hu, Jianrong Lu, Leo Yu Zhang, Hai Jin, Yuanyuan He

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

Challenges and approaches for mitigating byzantine attacks in federated learning.

Shengshan Hu, Jianrong Lu, Wei Wan, Leo Yu Zhang

CoRR, 2021

Shielding Federated Learning: A New Attack Approach and Its Defense.

Wei Wan, Jianrong Lu, Shengshan Hu, Leo Yu Zhang, Xiaobing Pei

Proceedings of the IEEE Wireless Communications and Networking Conference, 2021

2012

Design of a TDI CCD data acquisition system.

Ran Yu, Youjun Liu, Jianrong Lu

Proceedings of the 5th International Conference on BioMedical Engineering and Informatics, 2012